Overview
Brought to you by YData
Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 2156 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 269.6 KiB |
| Average record size in memory | 128.1 B |
Variable types
| Numeric | 16 |
|---|
feat_net_attrition is highly overall correlated with feat_passive_renewal | High correlation |
feat_passive_renewal is highly overall correlated with feat_net_attrition and 3 other fields | High correlation |
feat_pct_FPL_100_150 is highly overall correlated with feat_passive_renewal and 6 other fields | High correlation |
feat_pct_FPL_150_250 is highly overall correlated with feat_pct_FPL_100_150 and 2 other fields | High correlation |
feat_pct_FPL_250_400 is highly overall correlated with feat_passive_renewal and 6 other fields | High correlation |
feat_pct_FPL_400_plus is highly overall correlated with feat_passive_renewal and 5 other fields | High correlation |
feat_pct_asian is highly overall correlated with feat_pct_black | High correlation |
feat_pct_black is highly overall correlated with feat_pct_FPL_100_150 and 2 other fields | High correlation |
feat_pct_bronze is highly overall correlated with feat_pct_FPL_100_150 and 2 other fields | High correlation |
feat_subsidy_coverage_ratio is highly overall correlated with feat_pct_FPL_100_150 and 2 other fields | High correlation |
feat_pct_bronze has 167 (7.7%) zeros | Zeros |
feat_pct_gold has 578 (26.8%) zeros | Zeros |
feat_pct_FPL_100_150 has 45 (2.1%) zeros | Zeros |
feat_pct_FPL_250_400 has 34 (1.6%) zeros | Zeros |
feat_pct_FPL_400_plus has 180 (8.3%) zeros | Zeros |
feat_net_attrition has 548 (25.4%) zeros | Zeros |
feat_market_newness has 38 (1.8%) zeros | Zeros |
feat_passive_renewal has 41 (1.9%) zeros | Zeros |
feat_pct_black has 1128 (52.3%) zeros | Zeros |
feat_pct_hispanic has 672 (31.2%) zeros | Zeros |
feat_pct_asian has 985 (45.7%) zeros | Zeros |
feat_pct_aian has 1691 (78.4%) zeros | Zeros |
Reproduction
| Analysis started | 2026-02-15 20:31:34.358502 |
|---|---|
| Analysis finished | 2026-02-15 20:31:54.067380 |
| Duration | 19.71 seconds |
| Software version | ydata-profiling vv4.17.0 |
| Download configuration | config.json |
Variables
feat_pct_bronze
Real number (ℝ)
High correlation Zeros
| Distinct | 1969 |
|---|---|
| Distinct (%) | 91.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.474937 |
| Minimum | 0 |
|---|---|
| Maximum | 92.349727 |
| Zeros | 167 |
| Zeros (%) | 7.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 26.423593 |
| median | 36.548753 |
| Q3 | 47.128258 |
| 95-th percentile | 60.346278 |
| Maximum | 92.349727 |
| Range | 92.349727 |
| Interquartile range (IQR) | 20.704664 |
Descriptive statistics
| Standard deviation | 16.899299 |
|---|---|
| Coefficient of variation (CV) | 0.47637291 |
| Kurtosis | -0.14997117 |
| Mean | 35.474937 |
| Median Absolute Deviation (MAD) | 10.335416 |
| Skewness | -0.35678623 |
| Sum | 76483.965 |
| Variance | 285.58631 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 167 | 7.7% |
| 50 | 3 | 0.1% |
| 29.41176471 | 2 | 0.1% |
| 34.25414365 | 2 | 0.1% |
| 46.32768362 | 2 | 0.1% |
| 35.29411765 | 2 | 0.1% |
| 33.33333333 | 2 | 0.1% |
| 16.66666667 | 2 | 0.1% |
| 25 | 2 | 0.1% |
| 55.29953917 | 2 | 0.1% |
| Other values (1959) | 1970 |
| Value | Count | Frequency (%) |
| 0 | 167 | |
| 2.633069083 | 1 | < 0.1% |
| 3.049801631 | 1 | < 0.1% |
| 3.685741998 | 1 | < 0.1% |
| 5.079527963 | 1 | < 0.1% |
| 5.215827338 | 1 | < 0.1% |
| 5.282806227 | 1 | < 0.1% |
| 5.293741564 | 1 | < 0.1% |
| 5.706134094 | 1 | < 0.1% |
| 6.268958544 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 92.34972678 | 1 | |
| 80.21978022 | 1 | |
| 78.57142857 | 1 | |
| 77.6674938 | 1 | |
| 77.08333333 | 1 | |
| 76.54320988 | 1 | |
| 76.52173913 | 1 | |
| 76.24929815 | 1 | |
| 75.99309154 | 1 | |
| 75.81300813 | 1 |
feat_pct_gold
Real number (ℝ)
Zeros
| Distinct | 1556 |
|---|---|
| Distinct (%) | 72.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.539828 |
| Minimum | 0 |
|---|---|
| Maximum | 82.352941 |
| Zeros | 578 |
| Zeros (%) | 26.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 5.4375943 |
| Q3 | 18.542936 |
| 95-th percentile | 48.291614 |
| Maximum | 82.352941 |
| Range | 82.352941 |
| Interquartile range (IQR) | 18.542936 |
Descriptive statistics
| Standard deviation | 15.902447 |
|---|---|
| Coefficient of variation (CV) | 1.2681551 |
| Kurtosis | 0.88815553 |
| Mean | 12.539828 |
| Median Absolute Deviation (MAD) | 5.4375943 |
| Skewness | 1.394194 |
| Sum | 27035.87 |
| Variance | 252.88783 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 578 | 26.8% |
| 3.846153846 | 3 | 0.1% |
| 8.333333333 | 3 | 0.1% |
| 18.75 | 2 | 0.1% |
| 17.39130435 | 2 | 0.1% |
| 7.537688442 | 2 | 0.1% |
| 39.47368421 | 2 | 0.1% |
| 4.166666667 | 2 | 0.1% |
| 41.50943396 | 2 | 0.1% |
| 9.420289855 | 2 | 0.1% |
| Other values (1546) | 1558 |
| Value | Count | Frequency (%) |
| 0 | 578 | |
| 0.4005059022 | 1 | < 0.1% |
| 0.4089382211 | 1 | < 0.1% |
| 0.4335260116 | 1 | < 0.1% |
| 0.45 | 1 | < 0.1% |
| 0.5153374233 | 1 | < 0.1% |
| 0.5171299289 | 1 | < 0.1% |
| 0.5415737496 | 1 | < 0.1% |
| 0.5897530409 | 1 | < 0.1% |
| 0.6261510129 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 82.35294118 | 1 | |
| 64.97093023 | 1 | |
| 64.87804878 | 1 | |
| 64.65517241 | 1 | |
| 64.09185804 | 1 | |
| 63.27868852 | 1 | |
| 62.64732548 | 1 | |
| 62.55648806 | 1 | |
| 62.06896552 | 1 | |
| 60.91370558 | 1 |
feat_pct_FPL_100_150
Real number (ℝ)
High correlation Zeros
| Distinct | 2094 |
|---|---|
| Distinct (%) | 97.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.460193 |
| Minimum | 0 |
|---|---|
| Maximum | 91.269841 |
| Zeros | 45 |
| Zeros (%) | 2.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9.6316029 |
| Q1 | 23.017083 |
| median | 41.355215 |
| Q3 | 56.352709 |
| 95-th percentile | 71.4889 |
| Maximum | 91.269841 |
| Range | 91.269841 |
| Interquartile range (IQR) | 33.335626 |
Descriptive statistics
| Standard deviation | 20.001801 |
|---|---|
| Coefficient of variation (CV) | 0.49435752 |
| Kurtosis | -0.91260703 |
| Mean | 40.460193 |
| Median Absolute Deviation (MAD) | 16.781785 |
| Skewness | -0.018822769 |
| Sum | 87232.176 |
| Variance | 400.07203 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 45 | 2.1% |
| 16.66666667 | 3 | 0.1% |
| 50 | 3 | 0.1% |
| 38.70967742 | 2 | 0.1% |
| 25.58139535 | 2 | 0.1% |
| 39.13043478 | 2 | 0.1% |
| 43.90243902 | 2 | 0.1% |
| 40.37037037 | 2 | 0.1% |
| 18.46153846 | 2 | 0.1% |
| 53.92670157 | 2 | 0.1% |
| Other values (2084) | 2091 |
| Value | Count | Frequency (%) |
| 0 | 45 | |
| 3.466644812 | 1 | < 0.1% |
| 3.687635575 | 1 | < 0.1% |
| 4.347826087 | 1 | < 0.1% |
| 4.349484929 | 1 | < 0.1% |
| 4.369274137 | 1 | < 0.1% |
| 4.571428571 | 1 | < 0.1% |
| 4.709372393 | 1 | < 0.1% |
| 4.900181488 | 1 | < 0.1% |
| 4.947433519 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 91.26984127 | 1 | |
| 85.71428571 | 1 | |
| 85.06304559 | 1 | |
| 85 | 1 | |
| 84.70633105 | 1 | |
| 84.64256591 | 1 | |
| 84.31372549 | 1 | |
| 84.21461897 | 1 | |
| 83.89438944 | 1 | |
| 83.6809816 | 1 |
feat_pct_FPL_150_250
Real number (ℝ)
High correlation
| Distinct | 2107 |
|---|---|
| Distinct (%) | 97.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.587778 |
| Minimum | 0 |
|---|---|
| Maximum | 58.244681 |
| Zeros | 15 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 18.957775 |
| Q1 | 25.97829 |
| median | 31.017152 |
| Q3 | 35.270805 |
| 95-th percentile | 41.467516 |
| Maximum | 58.244681 |
| Range | 58.244681 |
| Interquartile range (IQR) | 9.2925155 |
Descriptive statistics
| Standard deviation | 7.2132163 |
|---|---|
| Coefficient of variation (CV) | 0.23582022 |
| Kurtosis | 1.6862595 |
| Mean | 30.587778 |
| Median Absolute Deviation (MAD) | 4.6131903 |
| Skewness | -0.47070857 |
| Sum | 65947.248 |
| Variance | 52.030489 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 15 | 0.7% |
| 37.5 | 4 | 0.2% |
| 25 | 3 | 0.1% |
| 34.09090909 | 3 | 0.1% |
| 32.72727273 | 3 | 0.1% |
| 33.33333333 | 2 | 0.1% |
| 43.75 | 2 | 0.1% |
| 33.33333333 | 2 | 0.1% |
| 40 | 2 | 0.1% |
| 37.53148615 | 2 | 0.1% |
| Other values (2097) | 2118 |
| Value | Count | Frequency (%) |
| 0 | 15 | |
| 8.438409311 | 1 | < 0.1% |
| 10.28037383 | 1 | < 0.1% |
| 10.62613666 | 1 | < 0.1% |
| 11.26516464 | 1 | < 0.1% |
| 11.77631579 | 1 | < 0.1% |
| 12.36749117 | 1 | < 0.1% |
| 12.73927393 | 1 | < 0.1% |
| 12.81464531 | 1 | < 0.1% |
| 13.33333333 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 58.24468085 | 1 | |
| 57.26495726 | 1 | |
| 55.55555556 | 2 | |
| 54.38596491 | 1 | |
| 51.3368984 | 1 | |
| 50.77399381 | 1 | |
| 50 | 1 | |
| 49.70760234 | 1 | |
| 48.98648649 | 1 | |
| 48.54771784 | 1 |
feat_pct_FPL_250_400
Real number (ℝ)
High correlation Zeros
| Distinct | 2103 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.506121 |
| Minimum | 0 |
|---|---|
| Maximum | 44.308231 |
| Zeros | 34 |
| Zeros (%) | 1.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.1079086 |
| Q1 | 10.286275 |
| median | 15.696092 |
| Q3 | 24.868 |
| 95-th percentile | 33.902183 |
| Maximum | 44.308231 |
| Range | 44.308231 |
| Interquartile range (IQR) | 14.581725 |
Descriptive statistics
| Standard deviation | 9.3736499 |
|---|---|
| Coefficient of variation (CV) | 0.53544984 |
| Kurtosis | -0.66361069 |
| Mean | 17.506121 |
| Median Absolute Deviation (MAD) | 6.724898 |
| Skewness | 0.39974455 |
| Sum | 37743.197 |
| Variance | 87.865312 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34 | 1.6% |
| 12.5 | 3 | 0.1% |
| 16.4 | 2 | 0.1% |
| 17.98941799 | 2 | 0.1% |
| 28.20512821 | 2 | 0.1% |
| 20 | 2 | 0.1% |
| 15.78947368 | 2 | 0.1% |
| 17.34104046 | 2 | 0.1% |
| 17.94871795 | 2 | 0.1% |
| 25 | 2 | 0.1% |
| Other values (2093) | 2103 |
| Value | Count | Frequency (%) |
| 0 | 34 | |
| 0.7367716008 | 1 | < 0.1% |
| 0.9916094584 | 1 | < 0.1% |
| 1.023255814 | 1 | < 0.1% |
| 1.074498567 | 1 | < 0.1% |
| 1.216365647 | 1 | < 0.1% |
| 1.2414196 | 1 | < 0.1% |
| 1.359064963 | 1 | < 0.1% |
| 1.398773006 | 1 | < 0.1% |
| 1.506024096 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 44.30823117 | 1 | |
| 44.03183024 | 1 | |
| 43.06220096 | 1 | |
| 42.79279279 | 1 | |
| 42.77777778 | 1 | |
| 42.58706468 | 1 | |
| 41.92546584 | 1 | |
| 41.60583942 | 1 | |
| 41.49659864 | 1 | |
| 41.21212121 | 1 |
feat_pct_FPL_400_plus
Real number (ℝ)
High correlation Zeros
| Distinct | 1946 |
|---|---|
| Distinct (%) | 90.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.6924398 |
| Minimum | 0 |
|---|---|
| Maximum | 35.771065 |
| Zeros | 180 |
| Zeros (%) | 8.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.9923643 |
| median | 6.0227039 |
| Q3 | 11.642186 |
| 95-th percentile | 19.351049 |
| Maximum | 35.771065 |
| Range | 35.771065 |
| Interquartile range (IQR) | 8.6498217 |
Descriptive statistics
| Standard deviation | 6.0657756 |
|---|---|
| Coefficient of variation (CV) | 0.78853728 |
| Kurtosis | 0.32611168 |
| Mean | 7.6924398 |
| Median Absolute Deviation (MAD) | 3.824336 |
| Skewness | 0.8915878 |
| Sum | 16584.9 |
| Variance | 36.793633 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 180 | 8.3% |
| 12.5 | 4 | 0.2% |
| 13.33333333 | 3 | 0.1% |
| 18.18181818 | 3 | 0.1% |
| 15.06276151 | 2 | 0.1% |
| 4.379562044 | 2 | 0.1% |
| 6.01659751 | 2 | 0.1% |
| 5.701754386 | 2 | 0.1% |
| 10 | 2 | 0.1% |
| 14.80263158 | 2 | 0.1% |
| Other values (1936) | 1954 |
| Value | Count | Frequency (%) |
| 0 | 180 | |
| 0.2628888564 | 1 | < 0.1% |
| 0.2740303541 | 1 | < 0.1% |
| 0.3533568905 | 1 | < 0.1% |
| 0.3551977267 | 1 | < 0.1% |
| 0.415896488 | 1 | < 0.1% |
| 0.496124031 | 1 | < 0.1% |
| 0.4968944099 | 1 | < 0.1% |
| 0.5034053894 | 1 | < 0.1% |
| 0.5062962482 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 35.77106518 | 1 | |
| 34.83210017 | 1 | |
| 31.75182482 | 1 | |
| 30.73266678 | 1 | |
| 28.60403195 | 1 | |
| 26.95974576 | 1 | |
| 26.94610778 | 1 | |
| 26.47058824 | 1 | |
| 26.32719393 | 1 | |
| 26.1669024 | 1 |
avg_premium_before_APTC
Real number (ℝ)
| Distinct | 575 |
|---|---|
| Distinct (%) | 26.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 709.69759 |
| Minimum | 414 |
|---|---|
| Maximum | 1483 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.0 KiB |
Quantile statistics
| Minimum | 414 |
|---|---|
| 5-th percentile | 532.75 |
| Q1 | 609 |
| median | 669.5 |
| Q3 | 758.25 |
| 95-th percentile | 1077.25 |
| Maximum | 1483 |
| Range | 1069 |
| Interquartile range (IQR) | 149.25 |
Descriptive statistics
| Standard deviation | 160.22507 |
|---|---|
| Coefficient of variation (CV) | 0.22576527 |
| Kurtosis | 3.4763623 |
| Mean | 709.69759 |
| Median Absolute Deviation (MAD) | 70.5 |
| Skewness | 1.7179103 |
| Sum | 1530108 |
| Variance | 25672.072 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 598 | 22 | 1.0% |
| 612 | 19 | 0.9% |
| 599 | 16 | 0.7% |
| 666 | 15 | 0.7% |
| 605 | 14 | 0.6% |
| 611 | 14 | 0.6% |
| 622 | 13 | 0.6% |
| 718 | 13 | 0.6% |
| 644 | 13 | 0.6% |
| 624 | 13 | 0.6% |
| Other values (565) | 2004 |
| Value | Count | Frequency (%) |
| 414 | 1 | |
| 420 | 1 | |
| 427 | 1 | |
| 437 | 1 | |
| 441 | 1 | |
| 444 | 1 | |
| 448 | 1 | |
| 449 | 1 | |
| 451 | 1 | |
| 452 | 1 |
| Value | Count | Frequency (%) |
| 1483 | 1 | |
| 1459 | 1 | |
| 1417 | 1 | |
| 1414 | 1 | |
| 1397 | 1 | |
| 1388 | 1 | |
| 1370 | 1 | |
| 1343 | 1 | |
| 1321 | 1 | |
| 1312 | 1 |
feat_subsidy_coverage_ratio
Real number (ℝ)
High correlation
| Distinct | 2085 |
|---|---|
| Distinct (%) | 96.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.84571797 |
| Minimum | 0.44936709 |
|---|---|
| Maximum | 0.99642218 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.0 KiB |
Quantile statistics
| Minimum | 0.44936709 |
|---|---|
| 5-th percentile | 0.70203395 |
| Q1 | 0.79613036 |
| median | 0.85822403 |
| Q3 | 0.91104049 |
| 95-th percentile | 0.9446895 |
| Maximum | 0.99642218 |
| Range | 0.54705509 |
| Interquartile range (IQR) | 0.11491013 |
Descriptive statistics
| Standard deviation | 0.080799891 |
|---|---|
| Coefficient of variation (CV) | 0.095539995 |
| Kurtosis | 1.0229764 |
| Mean | 0.84571797 |
| Median Absolute Deviation (MAD) | 0.056023591 |
| Skewness | -0.96090577 |
| Sum | 1823.3679 |
| Variance | 0.0065286223 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.8 | 5 | 0.2% |
| 0.8125 | 4 | 0.2% |
| 0.875 | 4 | 0.2% |
| 0.8333333333 | 4 | 0.2% |
| 0.9291338583 | 3 | 0.1% |
| 0.914893617 | 2 | 0.1% |
| 0.8858858859 | 2 | 0.1% |
| 0.8111782477 | 2 | 0.1% |
| 0.7971473851 | 2 | 0.1% |
| 0.9162561576 | 2 | 0.1% |
| Other values (2075) | 2126 |
| Value | Count | Frequency (%) |
| 0.4493670886 | 1 | |
| 0.5032537961 | 1 | |
| 0.5152838428 | 1 | |
| 0.5177453027 | 1 | |
| 0.5265392781 | 1 | |
| 0.5296703297 | 1 | |
| 0.530884808 | 1 | |
| 0.5322245322 | 1 | |
| 0.5425101215 | 1 | |
| 0.5496062992 | 1 |
| Value | Count | Frequency (%) |
| 0.9964221825 | 1 | |
| 0.9777517564 | 1 | |
| 0.976022567 | 1 | |
| 0.9751655629 | 1 | |
| 0.9743223966 | 1 | |
| 0.9723127036 | 1 | |
| 0.9709618875 | 1 | |
| 0.9702479339 | 1 | |
| 0.9701754386 | 1 | |
| 0.9677419355 | 1 |
feat_net_attrition
Real number (ℝ)
High correlation Zeros
| Distinct | 1577 |
|---|---|
| Distinct (%) | 73.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.1208803 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 548 |
| Zeros (%) | 25.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3.5463869 |
| Q3 | 8.0926698 |
| 95-th percentile | 17.260227 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 8.0926698 |
Descriptive statistics
| Standard deviation | 10.633021 |
|---|---|
| Coefficient of variation (CV) | 1.7371719 |
| Kurtosis | 37.981 |
| Mean | 6.1208803 |
| Median Absolute Deviation (MAD) | 3.5463869 |
| Skewness | 5.3642011 |
| Sum | 13196.618 |
| Variance | 113.06114 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 548 | 25.4% |
| 50 | 15 | 0.7% |
| 100 | 12 | 0.6% |
| 2 | 2 | 0.1% |
| 3.731343284 | 2 | 0.1% |
| 3.125 | 2 | 0.1% |
| 5 | 2 | 0.1% |
| 2.903600465 | 2 | 0.1% |
| 4.166666667 | 2 | 0.1% |
| 3.448275862 | 2 | 0.1% |
| Other values (1567) | 1567 |
| Value | Count | Frequency (%) |
| 0 | 548 | |
| 0.0135501355 | 1 | < 0.1% |
| 0.02426006793 | 1 | < 0.1% |
| 0.03113325031 | 1 | < 0.1% |
| 0.03805175038 | 1 | < 0.1% |
| 0.05660911407 | 1 | < 0.1% |
| 0.06170934897 | 1 | < 0.1% |
| 0.0625880144 | 1 | < 0.1% |
| 0.06753714543 | 1 | < 0.1% |
| 0.06944444444 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 12 | |
| 63.48314607 | 1 | < 0.1% |
| 63.33333333 | 1 | < 0.1% |
| 62.33766234 | 1 | < 0.1% |
| 61.19402985 | 1 | < 0.1% |
| 61.04651163 | 1 | < 0.1% |
| 60.52631579 | 1 | < 0.1% |
| 59.89010989 | 1 | < 0.1% |
| 59.23076923 | 1 | < 0.1% |
| 59.09090909 | 1 | < 0.1% |
feat_market_newness
Real number (ℝ)
Zeros
| Distinct | 2065 |
|---|---|
| Distinct (%) | 95.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.437474 |
| Minimum | 0 |
|---|---|
| Maximum | 50 |
| Zeros | 38 |
| Zeros (%) | 1.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9.8424361 |
| Q1 | 13.206105 |
| median | 15.349377 |
| Q3 | 17.813738 |
| 95-th percentile | 21.944257 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range (IQR) | 4.6076328 |
Descriptive statistics
| Standard deviation | 4.1214823 |
|---|---|
| Coefficient of variation (CV) | 0.26697907 |
| Kurtosis | 5.1237294 |
| Mean | 15.437474 |
| Median Absolute Deviation (MAD) | 2.2797891 |
| Skewness | -0.20061585 |
| Sum | 33283.193 |
| Variance | 16.986616 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 38 | 1.8% |
| 16.66666667 | 4 | 0.2% |
| 20 | 4 | 0.2% |
| 16.92307692 | 3 | 0.1% |
| 14.28571429 | 3 | 0.1% |
| 12.5 | 3 | 0.1% |
| 18.51851852 | 2 | 0.1% |
| 17.62820513 | 2 | 0.1% |
| 14.56692913 | 2 | 0.1% |
| 15.23809524 | 2 | 0.1% |
| Other values (2055) | 2093 |
| Value | Count | Frequency (%) |
| 0 | 38 | |
| 5.247101891 | 1 | < 0.1% |
| 6.037735849 | 1 | < 0.1% |
| 6.296296296 | 1 | < 0.1% |
| 6.550218341 | 1 | < 0.1% |
| 6.554621849 | 1 | < 0.1% |
| 6.572769953 | 1 | < 0.1% |
| 6.800934034 | 1 | < 0.1% |
| 6.924643585 | 1 | < 0.1% |
| 7.00280112 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 50 | 1 | |
| 39.28571429 | 1 | |
| 31.95876289 | 1 | |
| 30.02915452 | 1 | |
| 28.88086643 | 1 | |
| 27.32732733 | 1 | |
| 27.18446602 | 1 | |
| 27.08592777 | 1 | |
| 26.94716643 | 1 | |
| 26.28205128 | 1 |
feat_passive_renewal
Real number (ℝ)
High correlation Zeros
| Distinct | 2090 |
|---|---|
| Distinct (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.090822 |
| Minimum | 0 |
|---|---|
| Maximum | 82.426778 |
| Zeros | 41 |
| Zeros (%) | 1.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 23.30774 |
| Q1 | 38.565982 |
| median | 49.464953 |
| Q3 | 57.107662 |
| 95-th percentile | 66.18485 |
| Maximum | 82.426778 |
| Range | 82.426778 |
| Interquartile range (IQR) | 18.54168 |
Descriptive statistics
| Standard deviation | 14.080241 |
|---|---|
| Coefficient of variation (CV) | 0.29900181 |
| Kurtosis | 1.0227441 |
| Mean | 47.090822 |
| Median Absolute Deviation (MAD) | 9.0449832 |
| Skewness | -0.85233261 |
| Sum | 101527.81 |
| Variance | 198.25319 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 41 | 1.9% |
| 50 | 6 | 0.3% |
| 40 | 4 | 0.2% |
| 33.33333333 | 3 | 0.1% |
| 30 | 2 | 0.1% |
| 44.57831325 | 2 | 0.1% |
| 34 | 2 | 0.1% |
| 53.33333333 | 2 | 0.1% |
| 63.73333333 | 2 | 0.1% |
| 45.83333333 | 2 | 0.1% |
| Other values (2080) | 2090 |
| Value | Count | Frequency (%) |
| 0 | 41 | |
| 7.518796992 | 1 | < 0.1% |
| 9.254498715 | 1 | < 0.1% |
| 11.37566138 | 1 | < 0.1% |
| 11.79941003 | 1 | < 0.1% |
| 11.86708861 | 1 | < 0.1% |
| 11.9047619 | 1 | < 0.1% |
| 13.21721311 | 1 | < 0.1% |
| 13.49206349 | 1 | < 0.1% |
| 13.61867704 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 82.42677824 | 1 | |
| 82.27571116 | 1 | |
| 77.20930233 | 1 | |
| 76.79558011 | 1 | |
| 76.5625 | 1 | |
| 74.79508197 | 1 | |
| 74.69464453 | 1 | |
| 74.09638554 | 1 | |
| 73.44913151 | 1 | |
| 73.31048517 | 1 |
feat_pct_age_55_over
Real number (ℝ)
| Distinct | 2106 |
|---|---|
| Distinct (%) | 97.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.858555 |
| Minimum | 0 |
|---|---|
| Maximum | 59.701493 |
| Zeros | 11 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 19.217822 |
| Q1 | 23.375755 |
| median | 26.686989 |
| Q3 | 31.552538 |
| 95-th percentile | 40.39993 |
| Maximum | 59.701493 |
| Range | 59.701493 |
| Interquartile range (IQR) | 8.1767827 |
Descriptive statistics
| Standard deviation | 7.0167887 |
|---|---|
| Coefficient of variation (CV) | 0.25187195 |
| Kurtosis | 2.3119517 |
| Mean | 27.858555 |
| Median Absolute Deviation (MAD) | 3.8061095 |
| Skewness | 0.6336414 |
| Sum | 60063.044 |
| Variance | 49.235323 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11 | 0.5% |
| 33.33333333 | 6 | 0.3% |
| 23.80952381 | 3 | 0.1% |
| 30.76923077 | 3 | 0.1% |
| 36.36363636 | 3 | 0.1% |
| 40 | 3 | 0.1% |
| 40.0921659 | 2 | 0.1% |
| 20.58823529 | 2 | 0.1% |
| 26.8115942 | 2 | 0.1% |
| 28.91791045 | 2 | 0.1% |
| Other values (2096) | 2119 |
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 9.290397395 | 1 | < 0.1% |
| 11.41705843 | 1 | < 0.1% |
| 11.63918526 | 1 | < 0.1% |
| 11.90361777 | 1 | < 0.1% |
| 12.5 | 1 | < 0.1% |
| 12.86491687 | 1 | < 0.1% |
| 13.16715543 | 1 | < 0.1% |
| 13.33333333 | 1 | < 0.1% |
| 13.4156092 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 59.70149254 | 1 | |
| 58.0952381 | 1 | |
| 56.88487585 | 1 | |
| 56.08614232 | 1 | |
| 54.96183206 | 1 | |
| 54.92289442 | 1 | |
| 54.02985075 | 1 | |
| 53.64238411 | 1 | |
| 53.33333333 | 1 | |
| 52.77989337 | 1 |
feat_pct_black
Real number (ℝ)
High correlation Zeros
| Distinct | 1028 |
|---|---|
| Distinct (%) | 47.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.474265 |
| Minimum | 0 |
|---|---|
| Maximum | 38.028169 |
| Zeros | 1128 |
| Zeros (%) | 52.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2.877449 |
| 95-th percentile | 12.059824 |
| Maximum | 38.028169 |
| Range | 38.028169 |
| Interquartile range (IQR) | 2.877449 |
Descriptive statistics
| Standard deviation | 4.5664365 |
|---|---|
| Coefficient of variation (CV) | 1.845573 |
| Kurtosis | 9.6068843 |
| Mean | 2.474265 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.758765 |
| Sum | 5334.5152 |
| Variance | 20.852343 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1128 | |
| 0.5798629415 | 2 | 0.1% |
| 11.66158537 | 1 | < 0.1% |
| 6.08040201 | 1 | < 0.1% |
| 0.8537279454 | 1 | < 0.1% |
| 1.238150513 | 1 | < 0.1% |
| 0.4180820486 | 1 | < 0.1% |
| 3.89709907 | 1 | < 0.1% |
| 1.891891892 | 1 | < 0.1% |
| 0.2636203866 | 1 | < 0.1% |
| Other values (1018) | 1018 |
| Value | Count | Frequency (%) |
| 0 | 1128 | |
| 0.06160327491 | 1 | < 0.1% |
| 0.1122398238 | 1 | < 0.1% |
| 0.1126417991 | 1 | < 0.1% |
| 0.180369758 | 1 | < 0.1% |
| 0.1922152811 | 1 | < 0.1% |
| 0.213079823 | 1 | < 0.1% |
| 0.2336944976 | 1 | < 0.1% |
| 0.2381695732 | 1 | < 0.1% |
| 0.2567693744 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 38.02816901 | 1 | |
| 37.12476251 | 1 | |
| 31.02409639 | 1 | |
| 30.84577114 | 1 | |
| 30.47355474 | 1 | |
| 27.45098039 | 1 | |
| 25.02720348 | 1 | |
| 24.62686567 | 1 | |
| 23.81924198 | 1 | |
| 23.79471229 | 1 |
feat_pct_hispanic
Real number (ℝ)
Zeros
| Distinct | 1469 |
|---|---|
| Distinct (%) | 68.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6365861 |
| Minimum | 0 |
|---|---|
| Maximum | 65.709832 |
| Zeros | 672 |
| Zeros (%) | 31.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.6343835 |
| Q3 | 4.1319117 |
| 95-th percentile | 15.574598 |
| Maximum | 65.709832 |
| Range | 65.709832 |
| Interquartile range (IQR) | 4.1319117 |
Descriptive statistics
| Standard deviation | 6.2048762 |
|---|---|
| Coefficient of variation (CV) | 1.7062366 |
| Kurtosis | 22.225163 |
| Mean | 3.6365861 |
| Median Absolute Deviation (MAD) | 1.6343835 |
| Skewness | 3.9477002 |
| Sum | 7840.4795 |
| Variance | 38.500488 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 672 | |
| 1.052631579 | 3 | 0.1% |
| 1.739130435 | 2 | 0.1% |
| 1.564722617 | 2 | 0.1% |
| 0.9090909091 | 2 | 0.1% |
| 1.960784314 | 2 | 0.1% |
| 2.268546904 | 2 | 0.1% |
| 1.470588235 | 2 | 0.1% |
| 4.092071611 | 2 | 0.1% |
| 1.085883514 | 2 | 0.1% |
| Other values (1459) | 1465 |
| Value | Count | Frequency (%) |
| 0 | 672 | |
| 0.2664890073 | 1 | < 0.1% |
| 0.3350083752 | 1 | < 0.1% |
| 0.3429796356 | 1 | < 0.1% |
| 0.3583473862 | 1 | < 0.1% |
| 0.3591954023 | 1 | < 0.1% |
| 0.3797283482 | 1 | < 0.1% |
| 0.3985507246 | 1 | < 0.1% |
| 0.407719489 | 1 | < 0.1% |
| 0.4217791411 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 65.70983175 | 1 | |
| 61.9195923 | 1 | |
| 52.3923445 | 1 | |
| 49.7382782 | 1 | |
| 49.64012251 | 1 | |
| 47.78177458 | 1 | |
| 46.80565801 | 1 | |
| 46.67831731 | 1 | |
| 45.23122824 | 1 | |
| 44.78908189 | 1 |
feat_pct_asian
Real number (ℝ)
High correlation Zeros
| Distinct | 1167 |
|---|---|
| Distinct (%) | 54.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.219399 |
| Minimum | 0 |
|---|---|
| Maximum | 45.762712 |
| Zeros | 985 |
| Zeros (%) | 45.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.63603023 |
| Q3 | 1.663821 |
| 95-th percentile | 4.1546488 |
| Maximum | 45.762712 |
| Range | 45.762712 |
| Interquartile range (IQR) | 1.663821 |
Descriptive statistics
| Standard deviation | 2.4267418 |
|---|---|
| Coefficient of variation (CV) | 1.990113 |
| Kurtosis | 134.23954 |
| Mean | 1.219399 |
| Median Absolute Deviation (MAD) | 0.63603023 |
| Skewness | 8.9355214 |
| Sum | 2629.0242 |
| Variance | 5.8890759 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 985 | |
| 0.7571168988 | 2 | 0.1% |
| 0.9958506224 | 2 | 0.1% |
| 0.726744186 | 2 | 0.1% |
| 0.6356968215 | 2 | 0.1% |
| 0.8298755187 | 2 | 0.1% |
| 0.9908536585 | 1 | < 0.1% |
| 0.8916714096 | 1 | < 0.1% |
| 2.170542636 | 1 | < 0.1% |
| 2.212750521 | 1 | < 0.1% |
| Other values (1157) | 1157 |
| Value | Count | Frequency (%) |
| 0 | 985 | |
| 0.08422664625 | 1 | < 0.1% |
| 0.1182604956 | 1 | < 0.1% |
| 0.2338790511 | 1 | < 0.1% |
| 0.3357438017 | 1 | < 0.1% |
| 0.3418219108 | 1 | < 0.1% |
| 0.3549972693 | 1 | < 0.1% |
| 0.375782881 | 1 | < 0.1% |
| 0.377487989 | 1 | < 0.1% |
| 0.3862359551 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 45.76271186 | 1 | |
| 45.69884928 | 1 | |
| 37.46478873 | 1 | |
| 19.63985885 | 1 | |
| 19.17853963 | 1 | |
| 18.24925816 | 1 | |
| 15.24171417 | 1 | |
| 15.17171467 | 1 | |
| 14.7905912 | 1 | |
| 14.56808199 | 1 |
feat_pct_aian
Real number (ℝ)
Zeros
| Distinct | 464 |
|---|---|
| Distinct (%) | 21.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.97511703 |
| Minimum | 0 |
|---|---|
| Maximum | 78.571429 |
| Zeros | 1691 |
| Zeros (%) | 78.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4.5445164 |
| Maximum | 78.571429 |
| Range | 78.571429 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.6704497 |
|---|---|
| Coefficient of variation (CV) | 4.7896299 |
| Kurtosis | 89.00186 |
| Mean | 0.97511703 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.3536943 |
| Sum | 2102.3523 |
| Variance | 21.8131 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1691 | |
| 2.056074766 | 2 | 0.1% |
| 37.73584906 | 2 | 0.1% |
| 5.626850938 | 1 | < 0.1% |
| 0.5080693365 | 1 | < 0.1% |
| 3.222836096 | 1 | < 0.1% |
| 0.4689498366 | 1 | < 0.1% |
| 1.685393258 | 1 | < 0.1% |
| 1.104681746 | 1 | < 0.1% |
| 0.4409769335 | 1 | < 0.1% |
| Other values (454) | 454 | 21.1% |
| Value | Count | Frequency (%) |
| 0 | 1691 | |
| 0.01078620969 | 1 | < 0.1% |
| 0.01295879104 | 1 | < 0.1% |
| 0.01966411238 | 1 | < 0.1% |
| 0.03231077003 | 1 | < 0.1% |
| 0.03525499638 | 1 | < 0.1% |
| 0.04343715665 | 1 | < 0.1% |
| 0.04460688385 | 1 | < 0.1% |
| 0.04919054762 | 1 | < 0.1% |
| 0.05052418846 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 78.57142857 | 1 | |
| 58.79120879 | 1 | |
| 56.75675676 | 1 | |
| 53.09734513 | 1 | |
| 52.72727273 | 1 | |
| 43.75 | 1 | |
| 43.16239316 | 1 | |
| 37.93103448 | 1 | |
| 37.73584906 | 2 | |
| 37.60330579 | 1 |
Interactions
Correlations
| avg_premium_before_APTC | feat_market_newness | feat_net_attrition | feat_passive_renewal | feat_pct_FPL_100_150 | feat_pct_FPL_150_250 | feat_pct_FPL_250_400 | feat_pct_FPL_400_plus | feat_pct_age_55_over | feat_pct_aian | feat_pct_asian | feat_pct_black | feat_pct_bronze | feat_pct_gold | feat_pct_hispanic | feat_subsidy_coverage_ratio | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| avg_premium_before_APTC | 1.000 | -0.080 | 0.243 | -0.225 | -0.250 | 0.176 | 0.266 | 0.174 | 0.314 | -0.026 | -0.278 | -0.313 | 0.196 | 0.044 | -0.185 | 0.232 |
| feat_market_newness | -0.080 | 1.000 | 0.085 | -0.130 | -0.219 | 0.184 | 0.211 | 0.263 | 0.153 | -0.019 | 0.247 | 0.003 | -0.030 | 0.071 | 0.194 | -0.302 |
| feat_net_attrition | 0.243 | 0.085 | 1.000 | -0.513 | -0.487 | 0.309 | 0.422 | 0.337 | 0.168 | 0.103 | -0.077 | -0.218 | 0.290 | 0.048 | 0.020 | -0.326 |
| feat_passive_renewal | -0.225 | -0.130 | -0.513 | 1.000 | 0.669 | -0.347 | -0.641 | -0.556 | -0.165 | -0.033 | 0.128 | 0.453 | -0.256 | -0.135 | -0.036 | 0.422 |
| feat_pct_FPL_100_150 | -0.250 | -0.219 | -0.487 | 0.669 | 1.000 | -0.717 | -0.925 | -0.843 | -0.424 | -0.065 | 0.165 | 0.552 | -0.558 | -0.024 | 0.226 | 0.684 |
| feat_pct_FPL_150_250 | 0.176 | 0.184 | 0.309 | -0.347 | -0.717 | 1.000 | 0.651 | 0.506 | 0.303 | 0.074 | -0.208 | -0.452 | 0.384 | -0.027 | -0.216 | -0.390 |
| feat_pct_FPL_250_400 | 0.266 | 0.211 | 0.422 | -0.641 | -0.925 | 0.651 | 1.000 | 0.830 | 0.424 | 0.029 | -0.163 | -0.535 | 0.554 | 0.062 | -0.177 | -0.623 |
| feat_pct_FPL_400_plus | 0.174 | 0.263 | 0.337 | -0.556 | -0.843 | 0.506 | 0.830 | 1.000 | 0.421 | 0.052 | 0.000 | -0.394 | 0.511 | 0.059 | -0.086 | -0.660 |
| feat_pct_age_55_over | 0.314 | 0.153 | 0.168 | -0.165 | -0.424 | 0.303 | 0.424 | 0.421 | 1.000 | -0.188 | -0.194 | -0.381 | 0.300 | -0.127 | -0.267 | -0.399 |
| feat_pct_aian | -0.026 | -0.019 | 0.103 | -0.033 | -0.065 | 0.074 | 0.029 | 0.052 | -0.188 | 1.000 | 0.205 | 0.036 | 0.102 | 0.053 | 0.194 | 0.010 |
| feat_pct_asian | -0.278 | 0.247 | -0.077 | 0.128 | 0.165 | -0.208 | -0.163 | 0.000 | -0.194 | 0.205 | 1.000 | 0.512 | -0.069 | 0.062 | 0.498 | -0.078 |
| feat_pct_black | -0.313 | 0.003 | -0.218 | 0.453 | 0.552 | -0.452 | -0.535 | -0.394 | -0.381 | 0.036 | 0.512 | 1.000 | -0.235 | -0.091 | 0.245 | 0.260 |
| feat_pct_bronze | 0.196 | -0.030 | 0.290 | -0.256 | -0.558 | 0.384 | 0.554 | 0.511 | 0.300 | 0.102 | -0.069 | -0.235 | 1.000 | -0.312 | -0.236 | -0.402 |
| feat_pct_gold | 0.044 | 0.071 | 0.048 | -0.135 | -0.024 | -0.027 | 0.062 | 0.059 | -0.127 | 0.053 | 0.062 | -0.091 | -0.312 | 1.000 | 0.315 | 0.033 |
| feat_pct_hispanic | -0.185 | 0.194 | 0.020 | -0.036 | 0.226 | -0.216 | -0.177 | -0.086 | -0.267 | 0.194 | 0.498 | 0.245 | -0.236 | 0.315 | 1.000 | 0.067 |
| feat_subsidy_coverage_ratio | 0.232 | -0.302 | -0.326 | 0.422 | 0.684 | -0.390 | -0.623 | -0.660 | -0.399 | 0.010 | -0.078 | 0.260 | -0.402 | 0.033 | 0.067 | 1.000 |
Missing values
Sample
| feat_pct_bronze | feat_pct_gold | feat_pct_FPL_100_150 | feat_pct_FPL_150_250 | feat_pct_FPL_250_400 | feat_pct_FPL_400_plus | avg_premium_before_APTC | feat_subsidy_coverage_ratio | feat_net_attrition | feat_market_newness | feat_passive_renewal | feat_pct_age_55_over | feat_pct_black | feat_pct_hispanic | feat_pct_asian | feat_pct_aian | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 16.797829 | 3.989145 | 49.253731 | 30.474898 | 12.184532 | 4.586160 | 665 | 0.879699 | 7.267324 | 18.317503 | 46.279070 | 21.628223 | 15.413840 | 2.062415 | 5.427408 | 0.0 |
| 1 | 27.560901 | 3.519557 | 48.674403 | 28.448475 | 14.539307 | 6.070852 | 661 | 0.842663 | 4.581480 | 16.625682 | 44.642610 | 25.797280 | 4.395604 | 3.534927 | 1.802044 | 0.0 |
| 2 | 20.198171 | 0.000000 | 72.980183 | 18.864329 | 4.992378 | 1.905488 | 669 | 0.910314 | 0.000000 | 11.013720 | 58.886510 | 23.246951 | 11.661585 | 0.000000 | 0.990854 | 0.0 |
| 3 | 32.663317 | 0.000000 | 67.788945 | 23.115578 | 5.577889 | 1.959799 | 656 | 0.925305 | 0.000000 | 13.869347 | 61.785298 | 20.402010 | 6.080402 | 0.753769 | 0.000000 | 0.0 |
| 4 | 27.072662 | 2.637071 | 60.254221 | 25.403149 | 9.561753 | 2.599127 | 678 | 0.905605 | 3.003314 | 13.906280 | 54.649625 | 23.809524 | 0.853728 | 3.528742 | 0.891671 | 0.0 |
| 5 | 19.170984 | 0.000000 | 79.080311 | 16.645078 | 2.590674 | 0.000000 | 649 | 0.906009 | 0.000000 | 12.564767 | 65.555556 | 20.401554 | 17.227979 | 0.000000 | 0.000000 | 0.0 |
| 6 | 12.325581 | 3.100775 | 56.821705 | 26.976744 | 10.232558 | 3.023256 | 692 | 0.897399 | 1.008969 | 14.573643 | 48.185118 | 23.488372 | 22.635659 | 0.930233 | 2.170543 | 0.0 |
| 7 | 16.278226 | 1.741181 | 68.749433 | 20.921375 | 6.456879 | 2.031378 | 629 | 0.931638 | 2.161691 | 14.954203 | 55.139689 | 22.472114 | 6.456879 | 1.450984 | 2.212751 | 0.0 |
| 8 | 18.146141 | 0.766212 | 75.387778 | 18.071389 | 4.055317 | 0.000000 | 618 | 0.923948 | 2.468498 | 13.997384 | 59.843546 | 18.258269 | 8.988974 | 2.616333 | 0.616707 | 0.0 |
| 9 | 26.090116 | 2.289244 | 63.989826 | 22.710756 | 8.502907 | 2.906977 | 707 | 0.923621 | 0.000000 | 12.354651 | 54.063018 | 28.379360 | 1.998547 | 0.690407 | 0.726744 | 0.0 |
| feat_pct_bronze | feat_pct_gold | feat_pct_FPL_100_150 | feat_pct_FPL_150_250 | feat_pct_FPL_250_400 | feat_pct_FPL_400_plus | avg_premium_before_APTC | feat_subsidy_coverage_ratio | feat_net_attrition | feat_market_newness | feat_passive_renewal | feat_pct_age_55_over | feat_pct_black | feat_pct_hispanic | feat_pct_asian | feat_pct_aian | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2146 | 16.666667 | 60.555556 | 25.000000 | 27.777778 | 32.777778 | 13.888889 | 1155 | 0.913420 | 13.342775 | 17.777778 | 25.000000 | 35.000000 | 0.0 | 0.000000 | 0.000000 | 0.000000 |
| 2147 | 23.721408 | 53.970702 | 17.527628 | 35.723464 | 27.088152 | 18.529941 | 1017 | 0.886922 | 11.344564 | 16.679517 | 25.354719 | 26.574145 | 0.0 | 3.880750 | 0.848111 | 0.565407 |
| 2148 | 25.777778 | 48.888889 | 19.703704 | 35.111111 | 29.333333 | 15.111111 | 1065 | 0.907042 | 12.968623 | 16.888889 | 29.768271 | 31.259259 | 0.0 | 5.037037 | 0.000000 | 0.000000 |
| 2149 | 26.844694 | 53.443429 | 16.760365 | 31.447646 | 30.885453 | 19.290232 | 988 | 0.866397 | 12.552487 | 18.552354 | 27.998274 | 24.877020 | 0.0 | 3.408292 | 1.791989 | 0.000000 |
| 2150 | 22.480620 | 55.986219 | 15.676141 | 36.003445 | 28.079242 | 19.379845 | 1025 | 0.880976 | 12.309441 | 20.155039 | 28.478964 | 26.959518 | 0.0 | 3.962102 | 0.000000 | 0.000000 |
| 2151 | 19.178082 | 50.085616 | 25.556507 | 33.176370 | 22.816781 | 16.309932 | 1111 | 0.900990 | 14.910044 | 23.672945 | 32.080763 | 32.448630 | 0.0 | 8.476027 | 2.183219 | 0.856164 |
| 2152 | 30.478088 | 54.467843 | 9.960159 | 20.660216 | 29.396699 | 34.832100 | 943 | 0.718982 | 15.146855 | 17.956744 | 30.419702 | 19.920319 | 0.0 | 4.894707 | 1.252134 | 0.000000 |
| 2153 | 18.922559 | 50.437710 | 23.905724 | 35.892256 | 23.367003 | 15.084175 | 995 | 0.896482 | 7.502762 | 17.912458 | 24.774405 | 24.242424 | 0.0 | 3.569024 | 1.010101 | 0.000000 |
| 2154 | 24.645892 | 51.416431 | 22.662890 | 33.711048 | 28.753541 | 14.164306 | 1051 | 0.917222 | 9.350289 | 19.971671 | 25.840708 | 28.470255 | 0.0 | 8.356941 | 0.000000 | 0.000000 |
| 2155 | 21.920290 | 51.086957 | 21.557971 | 34.601449 | 25.543478 | 16.666667 | 1157 | 0.897148 | 8.581172 | 19.746377 | 23.476298 | 38.224638 | 0.0 | 2.355072 | 0.000000 | 0.000000 |